{"id":"W4281782977","doi":"10.46646/sakh-2022-1-53-56","title":"FOREIGN LANGUAGE ENVIRONMENTAL EDUCATION FOR SPECIALISTS AS A FACTOR OF SUCCESSFUL PREPARATION TOWARDS INTERCULTURAL COMMUNICATION","year":2022,"lang":"en","type":"article","venue":"","topic":"Language, Communication, and Linguistic Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Foreign language; Intercultural communication; Process (computing); Pedagogy; Foreign language teaching; Psychology; Sociology; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008038208,0.0001739449,0.0001125934,0.0003173526,0.001998988,0.001544366,0.0002251723,0.0007063346,0.005826927],"category_scores_gemma":[0.00388247,0.0000753971,0.000162398,0.0002394566,0.0007068864,0.000469622,0.00130084,0.0006319297,0.0004804738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008058908,"about_ca_system_score_gemma":0.003647468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005174624,"about_ca_topic_score_gemma":0.01158586,"domain_scores_codex":[0.9989848,0.0004377097,0.00002864995,0.00005231976,0.0001195503,0.0003769528],"domain_scores_gemma":[0.9973422,0.0006764884,0.0003125801,0.00004562377,0.000290016,0.001333208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002746984,0.001545277,0.5481508,0.0008366455,0.0000330654,0.0101925,0.2379055,0.0001719716,0.009674629,0.00383779,0.01909601,0.168281],"study_design_scores_gemma":[0.00002856933,0.0005777761,0.6228381,0.0005118356,0.00004043827,0.005795501,0.3101383,0.0001772017,0.001375016,0.0008491928,0.05762414,0.00004386502],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982591,0.0004965868,0.00024473,0.001698104,0.00003595434,0.00003552144,0.00002233365,0.00002050636,0.01485534],"genre_scores_gemma":[0.997071,0.0002419655,0.0003098031,0.000165707,0.00001444803,0.00001372818,0.00002087046,0.000004236001,0.002158166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005826927,"threshold_uncertainty_score":0.01949298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02276754367898022,"score_gpt":0.3594605585771985,"score_spread":0.3366930148982183,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}